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---
title: "Data"
bibliography: bib_iswelindus.bib
link-citations: true
output:
html_document:
toc: true
toc_float: true
---
# Data Folders
Project data is categorized and kept in three folders in the shared ISWEL project folder [pdrive\\is-wel\\indus\\datagis](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis)
<ul>
<li> raw – Contains unprocessed data from various sources.</li>
<li> processed – Contains data which has been prepared for the ISWEL models.</li>
<li> code – Contains code used to process raw data.</li>
</ul>
# Data Formats
Data used in this project is available in several different formats. Some of these are:
<ul>
<li> Spatial polygons – By regional boundaries </li>
<li> Spatial grid cells or rasters – By X,Y coordinates and cell size </li>
<li> Flow/directional data – For flow or connecting lines </li>
<li> Parameters for processes – Individual processes </li>
<li> Temporal ranges – Annual, monthly, daily etc.</li>
</ul>
# Processed Data Summary
Processed data is available in the ISWEL project folder [pdrive\\is-wel\\indus\\datagis](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).
The following table gives a summary of the data sets that have been processed.
<p id="tabcap"> Processed Data </p>
| Sector | Data | IIASA Folder name | Sources |
|---------|-------------------|-------------------------------|---------------------------------------------|
| Admin | Admin boundaries | processed_admin_boundaries | @lehner2013_HYDROBASINS |
| Admin | Population | processed_admin_population | IIASA SSP2 RCP4 gridded projections |
| Admin | Road network | processed_admin_roads | @OSM2017 |
| Water | Water temperature | processed_water_temp | IIASA Water |
| Energy | Transmission lines| processed_energy_transmission | @WorldBank2017_PakTransmissionMap |
| Energy | Hydropower | processed_energy_hydropower | @vanVliet2016_hydropowerNCC, @CARMA2009_Energydata, @GRAND2011_globaldams, @Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP |
| Energy | Powerplants | processed_energy_powerplants | @raptis2016_globalpp,@CARMA2009_Energydata |
| Energy | Demands | processed_admin_demands | IIASA SSP 2 Projections |
# Processed Data Details
Processed data is available in the ISWEL project folder [pdrive\\is-wel\\indus\\datagis](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).
## Admin_boundaries
IIASA folder: [pdrive\\is-wel\\indus\\datagis\\processed\\processed\\processed_admin_boundaries](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).<br>
Sources: @lehner2013_HYDROBASINS
| Admin boundary data files |
|------------------------------------------------|
| f_Map_Indus_IIASA_Orig_HYDROBASINS.pdf |
| f_Map_Indus_IIASA_Orig_HYDROBASINS.png |
| f_Map_Indus_IIASA_Orig_subbasin_by_country.pdf |
| f_Map_Indus_IIASA_Orig_subbasin_by_country.png |
| f_Map_Indus_IIASA_Orig_subbasinByCountryPIDs.pdf |
| f_Map_Indus_IIASA_Orig_subbasinByCountryPIDs.png |
| t_Indus_IIASA_Orig_subbasinByCountryPIDsDetails.csv |
| t_Indus_IIASA_Orig_subbasinByCountryPIDsSummary.csv |
<p id="figcap"> Admin boundary data example 1</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_IIASA_Orig_HYDROBASINS.png)
</div>
</center>
<br><br>
<p id="figcap"> Admin boundary data example 2</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_IIASA_Orig_subbasinByCountryPIDs.png)
</div>
</center>
<br><br>
<p id="tabcap">Table 1: Indus Basin spatial polygon unit IDs and locations. For more details on the elevations, centroids and outlets go to [pdrive\\is-wel\\indus\\datagis\\processed\\processed_admin_boundaries](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus%5Cdatagis%5Cprocessed\processed_admin_boundaries) </p>
| No. | Polygon ID (PID) | Basin | Country |
| :---------: | :---------: | :---------: | :---------: |
| 1 | 2213 | Indus | Afghanistan |
| 2 | 2214 | Indus | Afghanistan |
| 3 | 2215 | Indus | China |
| 4 | 2216 | Indus | India |
| 5 | 2217 | Indus | India |
| 6 | 2218 | Indus | India |
| 7 | 2219 | Indus | India |
| 8 | 2220 | Indus | India |
| 9 | 2221 | Indus | India |
| 10 | 2222 | Indus | India |
| 11 | 2223 | Indus | India |
| 12 | 2224 | Indus | Pakistan |
| 13 | 2225 | Indus | Pakistan |
| 14 | 2226 | Indus | Pakistan |
| 15 | 2227 | Indus | Pakistan |
| 16 | 2228 | Indus | Pakistan |
| 17 | 2229 | Indus | Pakistan |
| 18 | 2230 | Indus | Pakistan |
| 19 | 2231 | Indus | Pakistan |
| 20 | 2232 | Indus | Pakistan |
| 21 | 2233 | Indus | Pakistan |
| 22 | 2234 | Indus | Pakistan |
| 23 | 2235 | Indus | Pakistan |
| 24 | 2236 | Indus | Pakistan |
| 25 | 2237 | Indus | Pakistan |
| 26 | 2238 | Indus | Pakistan |
| 27 | 2239 | Indus | Pakistan |
| 28 | 2240 | Indus | Pakistan |
| 29 | 2241 | Indus | Pakistan |
| 30 | 2242 | Indus | China |
| 31 | 2243 | Indus | India |
| 32 | 2244 | Indus | China |
| 33 | 2245 | Indus | China |
| 34 | 2246 | Indus | India |
| 35 | 2247 | Indus | China |
| 36 | 2248 | Indus | Pakistan |
| 37 | 2249 | Indus | India |
| 38 | 2250 | Indus | Pakistan |
| 39 | 2251 | Indus | Afghanistan |
| 40 | 2252 | Indus | Afghanistan |
| 41 | 2253 | Indus | Pakistan |
| 42 | 2254 | Indus | India |
| 43 | 2255 | Indus | India |
## Admin_population
IIASA folder: [pdrive\\is-wel\\indus\\datagis\\processed\\processed_admin_population](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).<br>
Sources: IIASA SSP2 RCP4 gridded projections
| Admin population data files |
| ----------------------------------------------------------------------------------------------------- |
| anim_ChartIndus_IIASA_total_pop_2010to2090_byCOUNTRY.gif |
| anim_ChartIndus_IIASA_urban_pop_2010to2090_byCOUNTRY.gif |
| anim_Map_Indus_IIASA_rural_pop_2010to2090_PolygonsbyPID.gif |
| anim_Map_Indus_IIASA_rural_pop_2010to2090_Raster.gif |
| anim_Map_Indus_IIASA_total_pop_2010to2090_PolygonsbyPID.gif |
| anim_Map_Indus_IIASA_total_pop_2010to2090_Raster.gif |
| anim_Map_Indus_IIASA_urban_pop_2010to2090_PolygonsbyPID.gif |
| anim_Map_Indus_IIASA_urban_pop_2010to2090_Raster.gif |
| f_Chart_Indus_IIASA_rural_pop_2010to2090_ChartbyCountry.pdf |
| f_Chart_Indus_IIASA_rural_pop_2010to2090_ChartbyCountry.png |
| f_Chart_Indus_IIASA_total_pop_2010to2090_ChartbyCountry.pdf |
| f_Chart_Indus_IIASA_total_pop_2010to2090_ChartbyCountry.png |
| f_Chart_Indus_IIASA_urban_pop_2010to2090_ChartbyCountry.pdf |
| f_Chart_Indus_IIASA_urban_pop_2010to2090_ChartbyCountry.png |
| f_Map_Indus_IIASA_Orig_HYDROBASINS.pdf |
| f_Map_Indus_IIASA_Orig_HYDROBASINS.png |
| f_Map_Indus_IIASA_Orig_subbasin_by_country.pdf |
| f_Map_Indus_IIASA_Orig_subbasin_by_country.png |
| f_Map_Indus_IIASA_rural_pop_2010to2090_PolygonsbyPID.pdf |
| f_Map_Indus_IIASA_rural_pop_2010to2090_PolygonsbyPID.png |
| f_Map_Indus_IIASA_rural_pop_2010to2090_Raster.pdf |
| f_Map_Indus_IIASA_rural_pop_2010to2090_Raster.png |
| f_Map_Indus_IIASA_total_pop_2010to2090_PolygonsbyPID.pdf |
| f_Map_Indus_IIASA_total_pop_2010to2090_PolygonsbyPID.png |
| f_Map_Indus_IIASA_total_pop_2010to2090_Raster.pdf |
| f_Map_Indus_IIASA_total_pop_2010to2090_Raster.png |
| f_Map_Indus_IIASA_urban_pop_2010to2090_PolygonsbyPID.pdf |
| f_Map_Indus_IIASA_urban_pop_2010to2090_PolygonsbyPID.png |
| f_Map_Indus_IIASA_urban_pop_2010to2090_Raster.pdf |
| f_Map_Indus_IIASA_urban_pop_2010to2090_Raster.png |
| t_GLOBAL_IIASA_edit_SSP2_Population2010to2090_byXY.csv |
| t_Indus_IIASA_edit_SSP2_Population_rural_pop_2010to2090_byPIDCOUNTRY.csv |
| t_Indus_IIASA_edit_SSP2_Population_total_pop_2010to2090_byPIDCOUNTRY.csv |
| t_Indus_IIASA_edit_SSP2_Population_urban_pop_2010to2090_byPIDCOUNTRY.csv |
| t_Indus_IIASA_edit_SSP2_Population2010to2090_byXY.csv |
<p id="figcap"> Admin population data example: rural population gridded animation</p>
<center>
<div id="fig">
![](figures\anim_Map_Indus_IIASA_rural_pop_2010to2090_Raster.gif)
</div>
</center>
<br><br>
<p id="figcap"> Admin population data example: urban population gridded animation</p>
<center>
<div id="fig">
![](figures\anim_Map_Indus_IIASA_urban_pop_2010to2090_Raster.gif)
</div>
</center>
<br><br>
<p id="figcap"> Admin population example: rural population maps</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_IIASA_rural_pop_2010to2090_PolygonsbyPID.png)
</div>
</center>
<br><br>
<p id="figcap"> Admin population example: rural population charts</p>
<center>
<div id="fig">
![](figures\f_Chart_Indus_IIASA_rural_pop_2010to2090_ChartbyCountry.png)
</div>
</center>
<br><br>
## Water_temp
IIASA folder: [pdrive\\is-wel\\indus\\datagis\\processed\\processed_water_temp](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).<br>
Sources: IIASA daily water temperatre projections
| Water temperature |
| ----------------------------------------------------------------------------------------------------- |
| anim_ChartIndus_IIASA_waterTemp_2006_Jan_01_2006toJul_21_2008_byCOUNTRY.gif |
| anim_ChartIndus_IIASA_waterTemp_2007_Jan_01_2006toJul_21_2008_byCOUNTRY.gif |
| anim_ChartIndus_IIASA_waterTemp_2008_Jan_01_2006toJul_21_2008_byCOUNTRY.gif |
| anim_Map_Indus_IIASA_waterTemp_2006_Jan_01_2006toJul_21_2008_PolygonsbyPID.gif |
| anim_Map_Indus_IIASA_waterTemp_2006_Jan_01_2006toJul_21_2008_Raster.gif |
| anim_Map_Indus_IIASA_waterTemp_2007_Jan_01_2006toJul_21_2008_PolygonsbyPID.gif |
| anim_Map_Indus_IIASA_waterTemp_2007_Jan_01_2006toJul_21_2008_Raster.gif |
| anim_Map_Indus_IIASA_waterTemp_2008_Jan_01_2006toJul_21_2008_PolygonsbyPID.gif |
| anim_Map_Indus_IIASA_waterTemp_2008_Jan_01_2006toJul_21_2008_Raster.gif |
| f_Map_Indus_IIASA_Orig_HYDROBASINS.pdf |
| f_Map_Indus_IIASA_Orig_HYDROBASINS.png |
| f_Map_Indus_IIASA_Orig_subbasin_by_country.pdf |
| f_Map_Indus_IIASA_Orig_subbasin_by_country.png |
| f_Map_Indus_IIASA_waterTemp_2006_Jan_01_2006toJul_21_2008_ChartbyCountry.pdf |
| f_Map_Indus_IIASA_waterTemp_2006_Jan_01_2006toJul_21_2008_ChartbyCountry.png |
| f_Map_Indus_IIASA_waterTemp_2007_Jan_01_2006toJul_21_2008_ChartbyCountry.pdf |
| f_Map_Indus_IIASA_waterTemp_2007_Jan_01_2006toJul_21_2008_ChartbyCountry.png |
| f_Map_Indus_IIASA_waterTemp_2008_Jan_01_2006toJul_21_2008_ChartbyCountry.pdf |
| f_Map_Indus_IIASA_waterTemp_2008_Jan_01_2006toJul_21_2008_ChartbyCountry.png |
| t_Indus_IIASA_edit_waterTemp_2006_Jan_01_2006toJul_21_2008_byPIDCOUNTRY.csv |
| t_Indus_IIASA_edit_waterTemp_2007_Jan_01_2006toJul_21_2008_byPIDCOUNTRY.csv |
| t_Indus_IIASA_edit_waterTemp_2008_Jan_01_2006toJul_21_2008_byPIDCOUNTRY.csv |
| t_Indus_IIASA_edit_waterTemp_Jan_01_2006toJul_21_2008_byXY.csv |
<p id="figcap"> Water temperature data example: 2006 daily polygon animation</p>
<center>
<div id="fig">
![](figures\anim_Map_Indus_IIASA_waterTemp_2006_Jan_01_2006toJul_21_2008_PolygonsbyPID.gif)
</div>
</center>
<br><br>
<p id="figcap"> Water temperature data example: 2006 weekly gridded animation</p>
<center>
<div id="fig">
![](figures\anim_Map_Indus_IIASA_waterTemp_2006_Jan_01_2006toJul_21_2008_Raster.gif)
</div>
</center>
<br><br>
<p id="figcap"> Water temperature data example: 2006 daily chart animation</p>
<center>
<div id="fig">
![](figures\anim_ChartIndus_IIASA_waterTemp_2006_Jan_01_2006toJul_21_2008_byCOUNTRY.gif)
</div>
</center>
<br><br>
<p id="figcap"> Water temperature data example: 2006 daily chart </p>
<center>
<div id="fig">
![](figures\f_Map_Indus_IIASA_waterTemp_2006_Jan_01_2006toJul_21_2008_ChartbyCountry.png)
</div>
</center>
<br><br>
## Energy_transmission
IIASA folder: [pdrive\\is-wel\\indus\\datagis\\processed\\processed_energy_transmission_elec](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).<br>
Sources: @OSM2017
| Energy transmission electric data files |
| ----------------------------------------------------------------------------------------------------- |
| f_Map_Indus_IIASA_Edit_overpassRTrasmission.pdf |
| f_Map_Indus_IIASA_Edit_PakTrasmission_WB2017.pdf |
| gis_shp_Indus_IIASA_Edit_TransmissionElec.dbf |
| gis_shp_Indus_IIASA_Edit_TransmissionElec.prj |
| gis_shp_Indus_IIASA_Edit_TransmissionElec.shp |
| gis_shp_Indus_IIASA_Edit_TransmissionElec.shx |
| gis_shp_Indus_IIASA_Edit_WorldBankPakTransmission2017.dbf |
| gis_shp_Indus_IIASA_Edit_WorldBankPakTransmission2017.prj |
| gis_shp_Indus_IIASA_Edit_WorldBankPakTransmission2017.shp |
| gis_shp_Indus_IIASA_Edit_WorldBankPakTransmission2017.shx |
| t_Indus_overpass_Edit_TransmissionLines.csv |
| t_Indus_overpassR_TransElecLines_ACROSSPIDs.csv |
| t_Indus_overpassR_TransElecLines_tecNames.csv |
| t_Indus_overpassR_TransElecLines_WITHINPIDs.csv |
| t_Indus_WB_Edit_TransmissionLines_Pak_WB2017.csv |
| t_Indus_WB_Orig_PP_Pak_WB2017.csv |
| t_Indus_WB_Orig_TransmissionLines_Pak_WB2017.csv |
| t_Indus_WB2017_Edit_PakTransElecLines_ACROSSPIDs.csv |
| t_Indus_WB2017_Edit_PakTransElecLines_WITHINPIDs.csv |
<p id="figcap"> Electricity transmission network OSM (@OSM2017)</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_IIASA_Edit_overpassRTrasmission.png)
</div>
</center>
<br><br>
Electricity lines going across PID’s are identified as transfer technologies and labelled according to their voltage, locations and given a subnumber if more than one line of the same voltage links the same two PIDs. Lines without a voltage specified are labelled 0kV until a number is decided. Some examples are shown below:
| Tec | From | To | kV |
| :---------: | :---------: | :---------: | :---------: |
| e_tran_electric_grid_0kV_PID2216to2219 | 2216 | 2219 | 0 |
| e_tran_electric_grid_0kV_PID2216to2219_1 | 2216 | 2219 | 0 |
| e_tran_electric_grid_0kV_PID2216to2243 | 2216 | 2243 | 0 |
| e_tran_electric_grid_0kV_PID2216to2243_1 | 2216 | 2243 | 0 |
| e_tran_electric_grid_0kV_PID2216to2243_2 | 2216 | 2243 | 0 |
| e_tran_electric_grid_132kV_PID2216to2219 | 2216 | 2219 | 132 |
| e_tran_electric_grid_132kV_PID2216to2219_1 | 2216 | 2219 | 132 |
## Energy_hydropower
IIASA folder: [pdrive\\is-wel\\indus\\datagis\\processed\\processed_energy_hydropower](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).<br>
Sources: <br>
vanVliet2016 - @vanVliet2016_hydropowerNCC <br>
CARMA2009 - @CARMA2009_Energydata <br>
GRAND2011 - @GRAND2011_globaldams <br>
WIKI2017 - @Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP <br>
**Note 1:** Each individual powerplant from the wikipedia power station lists (@Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP) were checked for year of comission and coordinate locations then verified using google maps. The raw ".csv" files lie in [pdrive\\is-wel\\indus\\datagis\\raw\\Others\\WikiPowerplants](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).
**Note 2:** Hydropower from the GRaND data base was calculated based on the height (GRaND parameter: DAM_HGT_M) and flow of water (GRaND parameter: DIS_AVG_LS) for the different dams.
<center>
<div id="box">
Power from falling water = $\rho$ q g h
</div>
</center>
Where:
<ul>
<li> $\rho$ = density (kg/m$^3$)(~ 1000 kg/m$^3$ for water)</li>
<li> q = water flow (m$^3$/s)</li>
<li> g = acceleration of gravity (9.81 m/s$^2$)</li>
<li> h = falling height, head (m) </li>
</ul>
The theoretically power available from a flow of 1 m3/s water with a fall of 100 m can be calculated as: P = (1000 kg/m$^3$) (1 m$^3$/s) (9.81 m/s$^2$) (100 m) = 981 000 W = 0.981 GW
<br>
| Energy hydropower data files|
| ----------------------------------------------------------------------------------------------------- |
| f_Chart_Indus_IIASA_MULTI_Comb_OPRbyCOUNTRYbySOURCE.pdf |
| f_Chart_Indus_IIASA_MULTI_Comb_OPRbyCOUNTRYbySOURCEbyVINTAGE.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCE.pdf |
| f_Map_Indus_GRAND2011_Orig_OPRbyPOINTbySOURCE.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCE.pdf |
| f_Map_Indus_vanVliet2016_Orig_OPRbyPOINTbySOURCE.pdf |
| f_Map_Indus_WIKI2017_Orig_OPRbyPOINTbySOURCE.pdf |
| t_Indus_MULTI_bySTATUSbySOURCEbyCOUNTRY.csv |
| t_Indus_MULTI_bySTATUSbySOURCEbyCOUNTRYbyVINTAGE.csv |
| t_Indus_MULTI_bySTATUSbySOURCEbyPID.csv |
| t_Indus_MULTI_bySTATUSbySOURCEbyPIDbyVintage.csv |
| t_Indus_MULTI_bySTATUSbySOURCEbyPOINTbyVintage.csv |
<p id="figcap"> Chart showing comparison of aggregated hydropower capacity by country from the different sources used (vanVliet2016 (@vanVliet2016_hydropowerNCC), CARMA2009 (@CARMA2009_Energydata), GRAND2011 (@GRAND2011_globaldams), WIKI2017 (@Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP))</p>
<center>
<div id="fig">
![](figures\f_Chart_Indus_IIASA_hydropowerCompare.png)
</div>
</center>
<br><br>
<p id="figcap"> Maps showing comparison of spatial distribution of hydropower capacity by PID from the different sources used (vanVliet2016 (@vanVliet2016_hydropowerNCC), CARMA2009 (@CARMA2009_Energydata), GRAND2011 (@GRAND2011_globaldams), WIKI2017 (@Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP))</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_IIASA_hydropowerCompare.png)
</div>
</center>
<br><br>
## Energy_powerplants
IIASA folder: [pdrive\\is-wel\\indus\\datagis\\processed\\processed_energy_powerplants](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).<br>
Sources: <br>
vanVliet2016 - @vanVliet2016_hydropowerNCC <br>
Raptis2016 - @raptis2016_globalpp <br>
CARMA2009 - @CARMA2009_Energydata <br>
GRAND2011 - @GRAND2011_globaldams <br>
WIKI2017 - @Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP <br>
Note: The raw ".csv" files for the wikipedia power station lists (@Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP) lie in [pdrive\\is-wel\\indus\\datagis\\raw\\Others\\WikiPowerplants](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis). References and geo-coordinates for each individual plant need to be checked and entered in the ".csv" files before the source: WIKI2017 will show all plants. This has been done for hydropower and needs to be done for the other fuel types.
| Energy powerplant data files|
| ----------------------------------------------------------------------------------------------------- |
| ----------------------------------------------------------------------------------------------------- |
| f_Chart_Indus_IIASA_MULTI_Comb_OPRbyCOUNTRYbySOURCEbyFUEL.pdf |
| f_Chart_Indus_IIASA_MULTI_Comb_OPRbyCOUNTRYbySOURCEbyFUELbyVINTAGE.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELBiogas.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELCoal.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELGas.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELGeo.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELHydro.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELNuclear.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELOil.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELSolar.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELUnknown.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELWasteHeat.pdf |
| f_Map_Indus_CARMA2009_Orig_OPRbyPOINTbySOURCEbyFUELWind.pdf |
| f_Map_Indus_GRAND2011_Orig_OPRbyPOINTbySOURCEbyFUELHydro.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Biofuel.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Biogas.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Coal.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Gas.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Geo.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Hydro.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Nuclear.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Oil.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Solar.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Unknown.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_WasteHeat.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Wind.pdf |
| f_Map_Indus_MULTI_Comb_OPRbyPIDbySOURCEbyFUEL_Wsth.pdf |
| f_Map_Indus_Raptis2016_Orig_OPRbyPOINTbySOURCEbyFUELBiofuel.pdf |
| f_Map_Indus_Raptis2016_Orig_OPRbyPOINTbySOURCEbyFUELCoal.pdf |
| f_Map_Indus_Raptis2016_Orig_OPRbyPOINTbySOURCEbyFUELGas.pdf |
| f_Map_Indus_Raptis2016_Orig_OPRbyPOINTbySOURCEbyFUELNuclear.pdf |
| f_Map_Indus_Raptis2016_Orig_OPRbyPOINTbySOURCEbyFUELOil.pdf |
| f_Map_Indus_Raptis2016_Orig_OPRbyPOINTbySOURCEbyFUELUnknown.pdf |
| f_Map_Indus_Raptis2016_Orig_OPRbyPOINTbySOURCEbyFUELWsth.pdf |
| f_Map_Indus_vanVliet2016_Orig_OPRbyPOINTbySOURCEbyFUELHydro.pdf |
| f_Map_Indus_WIKI2017_Orig_OPRbyPOINTbySOURCEbyFUELCoal.pdf |
| f_Map_Indus_WIKI2017_Orig_OPRbyPOINTbySOURCEbyFUELHydro.pdf |
| t_Indus_MULTI_bySTATUSbySOURCEbyFUELbyCOUNTRY.csv |
| t_Indus_MULTI_bySTATUSbySOURCEbyFUELbyCOUNTRYbyVINTAGE.csv |
| t_Indus_MULTI_bySTATUSbySOURCEbyFUELbyPID.csv |
| t_Indus_MULTI_bySTATUSbySOURCEbyFUELbyPIDbyVintage.csv |
| t_Indus_MULTI_bySTATUSbySOURCEbyFUELbyPOINTbyVintage.csv |
<p id="figcap"> Chart showing comparison of aggregated powerplant capacity by country from the different sources used (CARMA2009 (@CARMA2009_Energydata), GRAND2011 (@GRAND2011_globaldams), Raptis2016 (@raptis2016_globalpp), vanVliet2016 (@vanVliet2016_hydropowerNCC), WIKI2017 (@Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP))</p>
<center>
<div id="fig">
![](figures\f_Chart_Indus_IIASA_powerplantCompare.png)
</div>
</center>
<br><br>
<p id="figcap"> Maps showing comparison of spatial distribution of powerplant capacity by PID from the different sources used when available. Example 1 for Fuel "Coal" (CARMA2009 (@CARMA2009_Energydata), GRAND2011 (@GRAND2011_globaldams), Raptis2016 (@raptis2016_globalpp), vanVliet2016 (@vanVliet2016_hydropowerNCC), WIKI2017 (@Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP)))</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_IIASA_coalpowerCompare.png)
</div>
</center>
<br><br>
<p id="figcap"> Maps showing comparison of spatial distribution of powerplant capacity by PID from the different sources used when available. Example 2 for Fuel "Gas" (CARMA2009 (@CARMA2009_Energydata), GRAND2011 (@GRAND2011_globaldams), Raptis2016 (@raptis2016_globalpp), vanVliet2016 (@vanVliet2016_hydropowerNCC), WIKI2017 (@Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP)))</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_IIASA_gaspowerCompare.png)
</div>
</center>
<br><br>
<p id="figcap"> Maps showing comparison of spatial distribution of individual powerplants from the different sources used when available for individual fuel types. Example 1 for Fuel "Coal" for Raptis2016 (@raptis2016_globalpp) and WIKI2017 (@Wiki2017_AfgPP, @Wiki2017_ChnPP, @Wiki2017_IndPP, @Wiki2017_PakPP)))</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_IIASA_coalIndvPlantRaptis2016WIKI2017Compare.png)
</div>
</center>
<br><br>
## Admin_Road_Network
IIASA folder: [pdrive\\is-wel\\indus\\datagis\\processed\\processed_admin_roads](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).<br>
Sources: @OSM2017 <br>
| Admin Roads Files |
| ----------------------------------------------------------------------------------------------------- |
| f_Map_Indus_IIASA_Edit_overpassR_Roads.pdf |
| gis_shp_Indus_IIASA_Edit_Roads.dbf |
| gis_shp_Indus_IIASA_Edit_Roads.prj |
| gis_shp_Indus_IIASA_Edit_Roads.shp |
| gis_shp_Indus_IIASA_Edit_Roads.shx |
| t_Indus_overpass_Edit_Roads.csv |
| t_Indus_overpass_Orig_Roads.csv |
| t_Indus_overpassR_Roads_ACROSSPIDs.csv |
| t_Indus_overpassR_Roads_tecNames.csv |
| t_Indus_overpassR_Roads_WITHINPIDs.csv |
<p id="figcap"> Road network OSM (@OSM2017)</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_IIASA_Edit_overpassR_Roads.png)
</div>
</center>
<br><br>
Roads going across PID’s are identified as transfer technologies and labelled according to their voltage, locations and given a subnumber if more than one road of the same type links the same two PIDs. Some examples are shown below:
| Tech | From | To | Type |
| :---------: | :---------: | :---------: | :---------: |
| e_tran_road_motorway_PID2229to2231 | 2229 | 2231 | motorway |
| e_tran_road_motorway_PID2229to2231_1 | 2229 | 2231 | motorway |
| e_tran_road_primary_PID2216to2218 | 2216 | 2218 | primary |
| e_tran_road_primary_PID2216to2241 | 2216 | 2241 | primary |
| e_tran_road_primary_PID2216to2241_1 | 2216 | 2241 | primary |
| e_tran_road_primary_PID2216to2241_2 | 2216 | 2241 | primary |
| e_tran_road_primary_PID2216to2243 | 2216 | 2243 | primary |
## Admin_Demands
IIASA folder: [pdrive\\is-wel\\indus\\datagis\\processed\\processed_admin_demands](https://portal.iiasa.ac.at/dana/fb/smb/wfb.cgi?t=p&v=resource_1304000562.324190.2&si=0&ri=0&pi=0&sb=name&so=asc&dir=is-wel%5Cindus\datagis).<br>
Sources: IIASA SSP projections (Simon Parkinson) <br>
Demands projections for electricity, water withdrawals and water returns are available for the years 2015, 2020, 2030, 2040, 2050 and 2060 for the socio-economic pathways SSP1, SSP2 and SSP5. The demands are available by PID and for four different sectors: Industry, irrigation, rural and urban.
The complete list of demand projection distribution is provided below with some example figures showing how the demands can be analyzed first by looking at aggregated results per country and then zooming into different, years, SSP scenarios and time steps. Maps also show the spatial distribution of the demands per PID.
<br><br>
| Admin demands data files |
| ----------------------------------------------------------------------------------------------------- |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP1_consume_km3.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP1_electricity_TWh.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP1_return_km3.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP1_withdrawal_km3.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP2_consume_km3.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP2_electricity_TWh.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP2_return_km3.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP2_withdrawal_km3.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP5_consume_km3.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP5_electricity_TWh.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP5_return_km3.pdf |
| charts_demandAnnualAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP5_withdrawal_km3.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP1_consume_km3.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP1_electricity_TWh.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP1_return_km3.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP1_withdrawal_km3.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP2_consume_km3.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP2_electricity_TWh.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP2_return_km3.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP2_withdrawal_km3.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP5_consume_km3.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP5_electricity_TWh.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP5_return_km3.pdf |
| charts_demandAnnualDisAgg/f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP5_withdrawal_km3.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP1_consume_km3.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP1_electricity_TWh.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP1_return_km3.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP1_withdrawal_km3.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP2_consume_km3.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP2_electricity_TWh.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP2_return_km3.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP2_withdrawal_km3.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP5_consume_km3.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP5_electricity_TWh.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP5_return_km3.pdf |
| charts_demandMonthly/f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP5_withdrawal_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_consume_2015_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_consume_2020_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_consume_2030_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_consume_2040_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_consume_2050_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_consume_2060_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_electricity_2015_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_electricity_2020_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_electricity_2030_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_electricity_2040_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_electricity_2050_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_electricity_2060_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_return_2015_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_return_2020_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_return_2030_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_return_2040_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_return_2050_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_return_2060_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_withdrawal_2015_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_withdrawal_2020_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_withdrawal_2030_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_withdrawal_2040_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_withdrawal_2050_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_withdrawal_2060_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_consume_2015_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_consume_2020_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_consume_2030_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_consume_2040_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_consume_2050_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_consume_2060_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_electricity_2015_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_electricity_2020_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_electricity_2030_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_electricity_2040_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_electricity_2050_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_electricity_2060_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_return_2015_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_return_2020_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_return_2030_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_return_2040_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_return_2050_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_return_2060_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_withdrawal_2015_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_withdrawal_2020_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_withdrawal_2030_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_withdrawal_2040_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_withdrawal_2050_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP2_withdrawal_2060_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_consume_2015_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_consume_2020_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_consume_2030_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_consume_2040_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_consume_2050_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_consume_2060_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_electricity_2015_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_electricity_2020_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_electricity_2030_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_electricity_2040_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_electricity_2050_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_electricity_2060_TWh.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_return_2015_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_return_2020_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_return_2030_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_return_2040_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_return_2050_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_return_2060_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_withdrawal_2015_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_withdrawal_2020_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_withdrawal_2030_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_withdrawal_2040_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_withdrawal_2050_km3.pdf |
| maps_demandAnnual/f_Map_Indus_MULTI_Comb_demandANNUAL_SSP5_withdrawal_2060_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2015_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2015_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2015_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2015_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2020_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2020_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2020_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2020_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2030_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2030_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2030_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2030_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2040_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2040_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2040_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2040_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2050_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2050_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2050_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2050_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2060_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2060_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2060_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_consume_2060_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2015_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2015_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2015_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2015_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2020_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2020_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2020_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2020_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2030_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2030_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2030_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2030_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2040_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2040_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2040_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2040_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2050_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2050_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2050_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2050_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2060_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2060_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2060_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2060_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2015_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2015_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2015_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2015_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2020_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2020_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2020_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2020_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2030_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2030_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2030_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2030_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2040_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2040_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2040_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2040_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2050_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2050_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2050_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2050_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2060_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2060_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2060_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_return_2060_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2015_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2015_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2015_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2015_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2020_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2020_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2020_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2020_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2030_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2030_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2030_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2030_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2040_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2040_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2040_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2040_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2050_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2050_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2050_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2050_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2060_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2060_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2060_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_withdrawal_2060_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2015_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2015_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2015_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2015_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2020_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2020_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2020_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2020_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2030_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2030_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2030_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2030_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2040_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2040_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2040_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2040_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2050_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2050_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2050_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2050_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2060_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2060_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2060_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_consume_2060_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2015_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2015_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2015_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2015_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2020_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2020_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2020_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2020_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2030_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2030_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2030_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2030_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2040_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2040_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2040_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2040_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2050_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2050_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2050_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2050_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2060_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2060_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2060_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_electricity_2060_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2015_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2015_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2015_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2015_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2020_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2020_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2020_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2020_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2030_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2030_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2030_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2030_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2040_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2040_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2040_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2040_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2050_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2050_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2050_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2050_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2060_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2060_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2060_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_return_2060_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2015_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2015_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2015_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2015_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2020_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2020_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2020_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2020_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2030_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2030_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2030_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2030_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2040_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2040_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2040_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2040_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2050_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2050_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2050_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2050_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2060_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2060_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2060_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP2_withdrawal_2060_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2015_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2015_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2015_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2015_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2020_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2020_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2020_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2020_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2030_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2030_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2030_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2030_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2040_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2040_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2040_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2040_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2050_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2050_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2050_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2050_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2060_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2060_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2060_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_consume_2060_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2015_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2015_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2015_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2015_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2020_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2020_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2020_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2020_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2030_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2030_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2030_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2030_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2040_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2040_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2040_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2040_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2050_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2050_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2050_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2050_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2060_industry_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2060_irrigation_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2060_rural_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_electricity_2060_urban_TWh.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2015_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2015_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2015_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2015_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2020_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2020_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2020_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2020_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2030_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2030_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2030_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2030_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2040_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2040_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2040_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2040_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2050_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2050_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2050_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2050_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2060_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2060_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2060_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_return_2060_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2015_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2015_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2015_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2015_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2020_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2020_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2020_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2020_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2030_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2030_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2030_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2030_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2040_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2040_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2040_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2040_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2050_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2050_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2050_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2050_urban_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2060_industry_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2060_irrigation_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2060_rural_km3.pdf |
| maps_demandMonthly/f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP5_withdrawal_2060_urban_km3.pdf |
| t_Indus_MULTI_COUNTRYbySCENARIObySECTORbyTYPEbyYEARbyMONTHbyUNITSbySOURCEbyNEWVAL.csv |
| t_Indus_MULTI_COUNTRYbySCENARIObySECTORbyTYPEbyYEARbyMONTHbyUNITSbySOURCEbyORIGVAL.csv |
| t_Indus_MULTI_PIDbybyCOUNTRYSCENARIObySECTORbyTYPEbyYEARbyMONTHbyUNITSbySOURCE.csv |
<p id="figcap"> Example electricity demands SSP1 Annual aggregated by country for 2015,2020,2030,2040,2050 stacked by sector</p>
<center>
<div id="fig">
![](figures\f_Chart_Indus_IIASA_MULTI_Comb_demandbySECTOR_aGGbyCOUNTRY_SSP1_electricity_TWh.png)
</div>
</center>
<p id="figcap"> Example electricity demands SSP1 Annual aggregated by country for 2015,2020,2030,2040,2050 disaggregated by sector</p>
<center>
<div id="fig">
![](figures\f_Chart_Indus_IIASA_MULTI_Comb_demandANNUALdisAGGbyCOUNTRY_SSP1_electricity_TWh.png)
</div>
</center>
<p id="figcap"> Example electricity demands SSP1 Monthly aggregated by country for 2015,2020,2030,2040,2050 stacked by sector</p>
<center>
<div id="fig">
![](figures\f_Chart_Indus_IIASA_MULTI_Comb_demandbyMONTH_SSP1_electricity_TWh.png)
</div>
</center>
<p id="figcap"> Example electricity demands SSP1 Annual distributed by PID for 2015 by sector</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_MULTI_Comb_demandANNUAL_SSP1_electricity_2015_TWh.png)
</div>
</center>
<p id="figcap"> Example electricity demands SSP1 2015 Monthly distributed by PID for sector: industry</p>
<center>
<div id="fig">
![](figures\f_Map_Indus_MULTI_Comb_demandMONTHLY_SSP1_electricity_2015_industry_TWh.png)
</div>
</center>
<br><br>